Bibliographic record
Abstract
Carey Bissonnette, 53, died on May 29, 2019, in Waterloo, Ontario. “His love for science and education was beyond apparent, even in his last moments. He made a tremendous impact on thousands of individuals throughout his career and was extremely passionate about what he did, with a goal to encourage students to do what they love and succeed. A lover of traveling, all things spicy, hockey, golf, fishing, and his family and friends, Carey spent much of his time diligently supporting his loved ones. Though he was a man of few words, Carey touched the lives of so many with his patience, passion, insightfulness, and infectious humor.”—Kim Bissonnette, wife Most recent title: Professor of chemistry, University of Waterloo Education: BS, chemistry, University of Waterloo, 1989; PhD, chemistry, University of Cambridge, 1993 Survivors: Wife, Kim; daughters, Victoria and Justine; son, Nick To recognize your late loved one or colleague, submit obituary
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".